2 citations · 4 across the 5 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
cs.LG2021
Latent Space Explanation by Intervention
Itai Gat, Guy Lorberbom, Idan Schwartz +1
The success of deep neural nets heavily relies on their ability to encode complex relations between their input and their output. While this property serves to fit the training dat…
cs.LG2021★ 1 cited
Learning Generalized Gumbel-max Causal Mechanisms
Guy Lorberbom, Daniel D. Johnson, Chris J. Maddison +2
To perform counterfactual reasoning in Structural Causal Models (SCMs), one needs to know the causal mechanisms, which provide factorizations of conditional distributions into nois…